LIFEBench leaderboard
As of November 6, 2026, among the results listed here, inclusionAI Ling 3.0 Tiny has the highest reported LIFEBench score, 62.3 (Thinking), published by inclusionAI. 1 model has a LIFEBench result in our records.
Scores as the model makers published them, not re-run by us; each row links to its announcement.
Best reported score
62.3
Reported by inclusionAI, August 6, 2026 · Thinking
1 model ranked · 1 maker
| Rank | Model | Score | Setting | Reported by | Date |
|---|---|---|---|---|---|
| 1 | Ling 3.0 Tiny | 62.3 | Thinking | inclusionAI | August 6, 2026 (model release) · read from the maker's chart |
How much to trust these numbers
- Source
- Reported by the model makers themselves. Not re-run by LLMBenchmark or anyone independent.
- Settings
- All ranked results use the same reported setting.
- Freshness
- Published August 6, 2026.
- Charts
- Some values were read from charts in the announcements. Two independent readings had to match exactly.
What LIFEBench measures
LIFEBENCH asks models to follow explicit response-length instructions across diverse tasks, measuring how well their outputs comply with those instructions. Source: LIFEBENCH: Evaluating Length Instruction Following in Large Language Models